Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 251079 |
| Missing cells | 27459 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.7 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 2 |
|---|---|
| Categorical | 3 |
| Text | 10 |
Unnamed: 0 is highly overall correlated with brand | High correlation |
brand is highly overall correlated with Unnamed: 0 | High correlation |
fuel_consumption_l_100km has 26873 (10.7%) missing values | Missing |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
Reproduction
| Analysis started | 2025-03-29 13:48:06.851414 |
|---|---|
| Analysis finished | 2025-03-29 13:48:38.790915 |
| Duration | 31.94 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Unnamed: 0
Real number (ℝ)
High correlation  Uniform  Unique 
| Distinct | 251079 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125539 |
| Minimum | 0 |
|---|---|
| Maximum | 251078 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12553.9 |
| Q1 | 62769.5 |
| median | 125539 |
| Q3 | 188308.5 |
| 95-th percentile | 238524.1 |
| Maximum | 251078 |
| Range | 251078 |
| Interquartile range (IQR) | 125539 |
Descriptive statistics
| Standard deviation | 72480.408 |
|---|---|
| Coefficient of variation (CV) | 0.57735372 |
| Kurtosis | -1.2 |
| Mean | 125539 |
| Median Absolute Deviation (MAD) | 62770 |
| Skewness | 0 |
| Sum | 3.1520207 × 1010 |
| Variance | 5.2534096 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 251078 | 1 | < 0.1% |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 251062 | 1 | < 0.1% |
| 251061 | 1 | < 0.1% |
| 251060 | 1 | < 0.1% |
| Other values (251069) | 251069 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 251078 | 1 | |
| 251077 | 1 | |
| 251076 | 1 | |
| 251075 | 1 | |
| 251074 | 1 | |
| 251073 | 1 | |
| 251072 | 1 | |
| 251071 | 1 | |
| 251070 | 1 | |
| 251069 | 1 |
brand
Categorical
High correlation 
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| volkswagen | |
|---|---|
| mercedes-benz | |
| audi | |
| opel | |
| bmw | |
| Other values (42) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 6.439304 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | alfa-romeo |
|---|---|
| 2nd row | alfa-romeo |
| 3rd row | alfa-romeo |
| 4th row | alfa-romeo |
| 5th row | alfa-romeo |
Common Values
| Value | Count | Frequency (%) |
| volkswagen | 33281 | |
| mercedes-benz | 27226 | |
| audi | 21161 | 8.4% |
| opel | 20388 | 8.1% |
| bmw | 19810 | 7.9% |
| ford | 18790 | 7.5% |
| skoda | 14039 | 5.6% |
| seat | 11949 | 4.8% |
| renault | 8694 | 3.5% |
| toyota | 8228 | 3.3% |
| Other values (37) | 67513 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| volkswagen | 33281 | |
| mercedes-benz | 27226 | |
| audi | 21161 | 8.4% |
| opel | 20388 | 8.1% |
| bmw | 19810 | 7.9% |
| ford | 18790 | 7.5% |
| skoda | 14039 | 5.6% |
| seat | 11949 | 4.8% |
| renault | 8694 | 3.5% |
| toyota | 8228 | 3.3% |
| Other values (37) | 67513 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 214526 | 13.3% |
| a | 150309 | 9.3% |
| o | 133918 | 8.3% |
| s | 103866 | 6.4% |
| d | 101592 | 6.3% |
| n | 98464 | 6.1% |
| r | 76839 | 4.8% |
| l | 72772 | 4.5% |
| i | 64956 | 4.0% |
| m | 60892 | 3.8% |
| Other values (15) | 538640 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1616774 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 214526 | 13.3% |
| a | 150309 | 9.3% |
| o | 133918 | 8.3% |
| s | 103866 | 6.4% |
| d | 101592 | 6.3% |
| n | 98464 | 6.1% |
| r | 76839 | 4.8% |
| l | 72772 | 4.5% |
| i | 64956 | 4.0% |
| m | 60892 | 3.8% |
| Other values (15) | 538640 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1616774 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 214526 | 13.3% |
| a | 150309 | 9.3% |
| o | 133918 | 8.3% |
| s | 103866 | 6.4% |
| d | 101592 | 6.3% |
| n | 98464 | 6.1% |
| r | 76839 | 4.8% |
| l | 72772 | 4.5% |
| i | 64956 | 4.0% |
| m | 60892 | 3.8% |
| Other values (15) | 538640 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1616774 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 214526 | 13.3% |
| a | 150309 | 9.3% |
| o | 133918 | 8.3% |
| s | 103866 | 6.4% |
| d | 101592 | 6.3% |
| n | 98464 | 6.1% |
| r | 76839 | 4.8% |
| l | 72772 | 4.5% |
| i | 64956 | 4.0% |
| m | 60892 | 3.8% |
| Other values (15) | 538640 |
model
Text
| Distinct | 1312 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 33 |
|---|---|
| Median length | 28 |
| Mean length | 12.960865 |
| Min length | 3 |
Unique
| Unique | 121 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Alfa Romeo GTV |
|---|---|
| 2nd row | Alfa Romeo 164 |
| 3rd row | Alfa Romeo Spider |
| 4th row | Alfa Romeo Spider |
| 5th row | Alfa Romeo 164 |
| Value | Count | Frequency (%) |
| volkswagen | 33281 | 5.9% |
| mercedes-benz | 27226 | 4.8% |
| audi | 21161 | 3.7% |
| opel | 20388 | 3.6% |
| bmw | 19810 | 3.5% |
| ford | 18790 | 3.3% |
| skoda | 14039 | 2.5% |
| seat | 11949 | 2.1% |
| golf | 10600 | 1.9% |
| renault | 8694 | 1.5% |
| Other values (984) | 378678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 313537 | 9.6% | |
| e | 266619 | 8.2% |
| a | 243348 | 7.5% |
| o | 211184 | 6.5% |
| n | 146559 | 4.5% |
| r | 140155 | 4.3% |
| s | 126681 | 3.9% |
| d | 118457 | 3.6% |
| i | 115766 | 3.6% |
| l | 103441 | 3.2% |
| Other values (63) | 1468454 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3254201 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 313537 | 9.6% | |
| e | 266619 | 8.2% |
| a | 243348 | 7.5% |
| o | 211184 | 6.5% |
| n | 146559 | 4.5% |
| r | 140155 | 4.3% |
| s | 126681 | 3.9% |
| d | 118457 | 3.6% |
| i | 115766 | 3.6% |
| l | 103441 | 3.2% |
| Other values (63) | 1468454 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3254201 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 313537 | 9.6% | |
| e | 266619 | 8.2% |
| a | 243348 | 7.5% |
| o | 211184 | 6.5% |
| n | 146559 | 4.5% |
| r | 140155 | 4.3% |
| s | 126681 | 3.9% |
| d | 118457 | 3.6% |
| i | 115766 | 3.6% |
| l | 103441 | 3.2% |
| Other values (63) | 1468454 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3254201 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 313537 | 9.6% | |
| e | 266619 | 8.2% |
| a | 243348 | 7.5% |
| o | 211184 | 6.5% |
| n | 146559 | 4.5% |
| r | 140155 | 4.3% |
| s | 126681 | 3.9% |
| d | 118457 | 3.6% |
| i | 115766 | 3.6% |
| l | 103441 | 3.2% |
| Other values (63) | 1468454 |
color
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 166 |
| Missing (%) | 0.1% |
| Memory size | 1.9 MiB |
| black | |
|---|---|
| grey | |
| white | |
| silver | |
| blue | |
| Other values (9) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.6752978 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | red |
|---|---|
| 2nd row | black |
| 3rd row | black |
| 4th row | black |
| 5th row | red |
Common Values
| Value | Count | Frequency (%) |
| black | 58720 | |
| grey | 46786 | |
| white | 40640 | |
| silver | 34362 | |
| blue | 32092 | |
| red | 21258 | 8.5% |
| brown | 4415 | 1.8% |
| green | 3500 | 1.4% |
| orange | 3367 | 1.3% |
| beige | 2420 | 1.0% |
| Other values (4) | 3353 | 1.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| black | 58720 | |
| grey | 46786 | |
| white | 40640 | |
| silver | 34362 | |
| blue | 32092 | |
| red | 21258 | 8.5% |
| brown | 4415 | 1.8% |
| green | 3500 | 1.4% |
| orange | 3367 | 1.3% |
| beige | 2420 | 1.0% |
| Other values (4) | 3353 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 193118 | |
| l | 129720 | |
| r | 114274 | |
| b | 98233 | 8.4% |
| i | 77830 | 6.6% |
| a | 62087 | 5.3% |
| c | 58720 | 5.0% |
| k | 58720 | 5.0% |
| g | 56653 | 4.8% |
| y | 48565 | 4.1% |
| Other values (10) | 275173 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1173093 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 193118 | |
| l | 129720 | |
| r | 114274 | |
| b | 98233 | 8.4% |
| i | 77830 | 6.6% |
| a | 62087 | 5.3% |
| c | 58720 | 5.0% |
| k | 58720 | 5.0% |
| g | 56653 | 4.8% |
| y | 48565 | 4.1% |
| Other values (10) | 275173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1173093 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 193118 | |
| l | 129720 | |
| r | 114274 | |
| b | 98233 | 8.4% |
| i | 77830 | 6.6% |
| a | 62087 | 5.3% |
| c | 58720 | 5.0% |
| k | 58720 | 5.0% |
| g | 56653 | 4.8% |
| y | 48565 | 4.1% |
| Other values (10) | 275173 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1173093 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 193118 | |
| l | 129720 | |
| r | 114274 | |
| b | 98233 | 8.4% |
| i | 77830 | 6.6% |
| a | 62087 | 5.3% |
| c | 58720 | 5.0% |
| k | 58720 | 5.0% |
| g | 56653 | 4.8% |
| y | 48565 | 4.1% |
| Other values (10) | 275173 |
| Distinct | 433 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Memory size | 1.9 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 7.0001155 |
| Min length | 2 |
Unique
| Unique | 83 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 10/1995 |
|---|---|
| 2nd row | 02/1995 |
| 3rd row | 02/1995 |
| 4th row | 07/1995 |
| 5th row | 11/1996 |
| Value | Count | Frequency (%) |
| 03/2023 | 4746 | 1.9% |
| 05/2023 | 4128 | 1.6% |
| 02/2023 | 3430 | 1.4% |
| 04/2023 | 3250 | 1.3% |
| 01/2023 | 2996 | 1.2% |
| 05/2019 | 2920 | 1.2% |
| 03/2019 | 2904 | 1.2% |
| 04/2019 | 2729 | 1.1% |
| 06/2023 | 2543 | 1.0% |
| 06/2019 | 2532 | 1.0% |
| Other values (426) | 218943 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 517673 | |
| 2 | 394771 | |
| 1 | 264667 | |
| / | 250882 | |
| 3 | 59119 | 3.4% |
| 9 | 58182 | 3.3% |
| 8 | 46460 | 2.6% |
| 6 | 43628 | 2.5% |
| 7 | 43127 | 2.5% |
| 5 | 41426 | 2.4% |
| Other values (39) | 37619 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1757554 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 517673 | |
| 2 | 394771 | |
| 1 | 264667 | |
| / | 250882 | |
| 3 | 59119 | 3.4% |
| 9 | 58182 | 3.3% |
| 8 | 46460 | 2.6% |
| 6 | 43628 | 2.5% |
| 7 | 43127 | 2.5% |
| 5 | 41426 | 2.4% |
| Other values (39) | 37619 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1757554 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 517673 | |
| 2 | 394771 | |
| 1 | 264667 | |
| / | 250882 | |
| 3 | 59119 | 3.4% |
| 9 | 58182 | 3.3% |
| 8 | 46460 | 2.6% |
| 6 | 43628 | 2.5% |
| 7 | 43127 | 2.5% |
| 5 | 41426 | 2.4% |
| Other values (39) | 37619 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1757554 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 517673 | |
| 2 | 394771 | |
| 1 | 264667 | |
| / | 250882 | |
| 3 | 59119 | 3.4% |
| 9 | 58182 | 3.3% |
| 8 | 46460 | 2.6% |
| 6 | 43628 | 2.5% |
| 7 | 43127 | 2.5% |
| 5 | 41426 | 2.4% |
| Other values (39) | 37619 | 2.1% |
year
Text
| Distinct | 91 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 4.0021308 |
| Min length | 3 |
Unique
| Unique | 48 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1995 |
|---|---|
| 2nd row | 1995 |
| 3rd row | 1995 |
| 4th row | 1995 |
| 5th row | 1996 |
| Value | Count | Frequency (%) |
| 2019 | 29225 | |
| 2018 | 24095 | 9.6% |
| 2023 | 21097 | 8.4% |
| 2022 | 20653 | 8.2% |
| 2017 | 18940 | 7.5% |
| 2020 | 18566 | 7.4% |
| 2021 | 16022 | 6.4% |
| 2016 | 15072 | 6.0% |
| 2015 | 12712 | 5.1% |
| 2014 | 10623 | 4.2% |
| Other values (82) | 64093 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 355576 | |
| 0 | 305808 | |
| 1 | 168039 | |
| 9 | 40320 | 4.0% |
| 3 | 32554 | 3.2% |
| 8 | 29422 | 2.9% |
| 7 | 23313 | 2.3% |
| 6 | 19284 | 1.9% |
| 5 | 16299 | 1.6% |
| 4 | 13286 | 1.3% |
| Other values (29) | 950 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1004851 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 355576 | |
| 0 | 305808 | |
| 1 | 168039 | |
| 9 | 40320 | 4.0% |
| 3 | 32554 | 3.2% |
| 8 | 29422 | 2.9% |
| 7 | 23313 | 2.3% |
| 6 | 19284 | 1.9% |
| 5 | 16299 | 1.6% |
| 4 | 13286 | 1.3% |
| Other values (29) | 950 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1004851 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 355576 | |
| 0 | 305808 | |
| 1 | 168039 | |
| 9 | 40320 | 4.0% |
| 3 | 32554 | 3.2% |
| 8 | 29422 | 2.9% |
| 7 | 23313 | 2.3% |
| 6 | 19284 | 1.9% |
| 5 | 16299 | 1.6% |
| 4 | 13286 | 1.3% |
| Other values (29) | 950 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1004851 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 355576 | |
| 0 | 305808 | |
| 1 | 168039 | |
| 9 | 40320 | 4.0% |
| 3 | 32554 | 3.2% |
| 8 | 29422 | 2.9% |
| 7 | 23313 | 2.3% |
| 6 | 19284 | 1.9% |
| 5 | 16299 | 1.6% |
| 4 | 13286 | 1.3% |
| Other values (29) | 950 | 0.1% |
price_in_euro
Text
| Distinct | 18228 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 32 |
|---|---|
| Median length | 5 |
| Mean length | 4.818129 |
| Min length | 2 |
Unique
| Unique | 8539 ? |
|---|---|
| Unique (%) | 3.4% |
Sample
| 1st row | 1300 |
|---|---|
| 2nd row | 24900 |
| 3rd row | 5900 |
| 4th row | 4900 |
| 5th row | 17950 |
| Value | Count | Frequency (%) |
| 19990 | 1592 | 0.6% |
| 16990 | 1404 | 0.6% |
| 17990 | 1373 | 0.5% |
| 15990 | 1316 | 0.5% |
| 14990 | 1303 | 0.5% |
| 18990 | 1281 | 0.5% |
| 13990 | 1191 | 0.5% |
| 24990 | 1157 | 0.5% |
| 12990 | 1111 | 0.4% |
| 22990 | 1074 | 0.4% |
| Other values (18238) | 238424 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 299465 | |
| 9 | 261963 | |
| 1 | 115823 | 9.6% |
| 2 | 101666 | 8.4% |
| 5 | 91997 | 7.6% |
| 8 | 86034 | 7.1% |
| 4 | 83414 | 6.9% |
| 3 | 69382 | 5.7% |
| 7 | 52981 | 4.4% |
| 6 | 45065 | 3.7% |
| Other values (60) | 1941 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1209731 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 299465 | |
| 9 | 261963 | |
| 1 | 115823 | 9.6% |
| 2 | 101666 | 8.4% |
| 5 | 91997 | 7.6% |
| 8 | 86034 | 7.1% |
| 4 | 83414 | 6.9% |
| 3 | 69382 | 5.7% |
| 7 | 52981 | 4.4% |
| 6 | 45065 | 3.7% |
| Other values (60) | 1941 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1209731 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 299465 | |
| 9 | 261963 | |
| 1 | 115823 | 9.6% |
| 2 | 101666 | 8.4% |
| 5 | 91997 | 7.6% |
| 8 | 86034 | 7.1% |
| 4 | 83414 | 6.9% |
| 3 | 69382 | 5.7% |
| 7 | 52981 | 4.4% |
| 6 | 45065 | 3.7% |
| Other values (60) | 1941 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1209731 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 299465 | |
| 9 | 261963 | |
| 1 | 115823 | 9.6% |
| 2 | 101666 | 8.4% |
| 5 | 91997 | 7.6% |
| 8 | 86034 | 7.1% |
| 4 | 83414 | 6.9% |
| 3 | 69382 | 5.7% |
| 7 | 52981 | 4.4% |
| 6 | 45065 | 3.7% |
| Other values (60) | 1941 | 0.2% |
power_kw
Text
| Distinct | 596 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 134 |
| Missing (%) | 0.1% |
| Memory size | 1.9 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 3 |
| Mean length | 2.6023272 |
| Min length | 1 |
Unique
| Unique | 118 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 148 |
|---|---|
| 2nd row | 191 |
| 3rd row | 110 |
| 4th row | 110 |
| 5th row | 132 |
| Value | Count | Frequency (%) |
| 110 | 25986 | 10.3% |
| 140 | 9865 | 3.9% |
| 96 | 9507 | 3.8% |
| 81 | 9055 | 3.6% |
| 85 | 8987 | 3.6% |
| 103 | 8297 | 3.3% |
| 100 | 6553 | 2.6% |
| 74 | 6202 | 2.5% |
| 135 | 5999 | 2.4% |
| 92 | 5783 | 2.3% |
| Other values (559) | 154940 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 177730 | |
| 0 | 109346 | |
| 5 | 69903 | 10.7% |
| 2 | 50427 | 7.7% |
| 8 | 44977 | 6.9% |
| 3 | 43831 | 6.7% |
| 4 | 42685 | 6.5% |
| 7 | 40850 | 6.3% |
| 6 | 38139 | 5.8% |
| 9 | 34158 | 5.2% |
| Other values (27) | 995 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 653041 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 177730 | |
| 0 | 109346 | |
| 5 | 69903 | 10.7% |
| 2 | 50427 | 7.7% |
| 8 | 44977 | 6.9% |
| 3 | 43831 | 6.7% |
| 4 | 42685 | 6.5% |
| 7 | 40850 | 6.3% |
| 6 | 38139 | 5.8% |
| 9 | 34158 | 5.2% |
| Other values (27) | 995 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 653041 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 177730 | |
| 0 | 109346 | |
| 5 | 69903 | 10.7% |
| 2 | 50427 | 7.7% |
| 8 | 44977 | 6.9% |
| 3 | 43831 | 6.7% |
| 4 | 42685 | 6.5% |
| 7 | 40850 | 6.3% |
| 6 | 38139 | 5.8% |
| 9 | 34158 | 5.2% |
| Other values (27) | 995 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 653041 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 177730 | |
| 0 | 109346 | |
| 5 | 69903 | 10.7% |
| 2 | 50427 | 7.7% |
| 8 | 44977 | 6.9% |
| 3 | 43831 | 6.7% |
| 4 | 42685 | 6.5% |
| 7 | 40850 | 6.3% |
| 6 | 38139 | 5.8% |
| 9 | 34158 | 5.2% |
| Other values (27) | 995 | 0.2% |
power_ps
Text
| Distinct | 578 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 129 |
| Missing (%) | 0.1% |
| Memory size | 1.9 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 3 |
| Mean length | 2.8534728 |
| Min length | 1 |
Unique
| Unique | 117 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 201 |
|---|---|
| 2nd row | 260 |
| 3rd row | 150 |
| 4th row | 150 |
| 5th row | 179 |
| Value | Count | Frequency (%) |
| 150 | 25987 | 10.4% |
| 190 | 9866 | 3.9% |
| 131 | 9507 | 3.8% |
| 110 | 9068 | 3.6% |
| 116 | 8987 | 3.6% |
| 140 | 8298 | 3.3% |
| 136 | 6554 | 2.6% |
| 101 | 6202 | 2.5% |
| 184 | 5999 | 2.4% |
| 125 | 5785 | 2.3% |
| Other values (551) | 154820 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 208758 | |
| 0 | 121450 | |
| 2 | 73507 | 10.3% |
| 5 | 71949 | 10.0% |
| 3 | 45526 | 6.4% |
| 6 | 45060 | 6.3% |
| 9 | 44281 | 6.2% |
| 4 | 43522 | 6.1% |
| 7 | 33309 | 4.7% |
| 8 | 28194 | 3.9% |
| Other values (26) | 523 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 716079 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 208758 | |
| 0 | 121450 | |
| 2 | 73507 | 10.3% |
| 5 | 71949 | 10.0% |
| 3 | 45526 | 6.4% |
| 6 | 45060 | 6.3% |
| 9 | 44281 | 6.2% |
| 4 | 43522 | 6.1% |
| 7 | 33309 | 4.7% |
| 8 | 28194 | 3.9% |
| Other values (26) | 523 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 716079 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 208758 | |
| 0 | 121450 | |
| 2 | 73507 | 10.3% |
| 5 | 71949 | 10.0% |
| 3 | 45526 | 6.4% |
| 6 | 45060 | 6.3% |
| 9 | 44281 | 6.2% |
| 4 | 43522 | 6.1% |
| 7 | 33309 | 4.7% |
| 8 | 28194 | 3.9% |
| Other values (26) | 523 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 716079 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 208758 | |
| 0 | 121450 | |
| 2 | 73507 | 10.3% |
| 5 | 71949 | 10.0% |
| 3 | 45526 | 6.4% |
| 6 | 45060 | 6.3% |
| 9 | 44281 | 6.2% |
| 4 | 43522 | 6.1% |
| 7 | 33309 | 4.7% |
| 8 | 28194 | 3.9% |
| Other values (26) | 523 | 0.1% |
transmission_type
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Automatic | |
|---|---|
| Manual | |
| Unknown | 1144 |
| Semi-automatic | 317 |
Length
| Max length | 14 |
|---|---|
| Median length | 9 |
| Mean length | 7.5888505 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manual |
|---|---|
| 2nd row | Manual |
| 3rd row | Unknown |
| 4th row | Manual |
| 5th row | Manual |
Common Values
| Value | Count | Frequency (%) |
| Automatic | 131749 | |
| Manual | 117869 | |
| Unknown | 1144 | 0.5% |
| Semi-automatic | 317 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| automatic | 131749 | |
| manual | 117869 | |
| unknown | 1144 | 0.5% |
| semi-automatic | 317 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 368121 | |
| t | 264132 | |
| u | 249935 | |
| o | 133210 | 7.0% |
| m | 132383 | 6.9% |
| i | 132383 | 6.9% |
| c | 132066 | 6.9% |
| A | 131749 | 6.9% |
| n | 121301 | 6.4% |
| M | 117869 | 6.2% |
| Other values (7) | 122252 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1905401 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 368121 | |
| t | 264132 | |
| u | 249935 | |
| o | 133210 | 7.0% |
| m | 132383 | 6.9% |
| i | 132383 | 6.9% |
| c | 132066 | 6.9% |
| A | 131749 | 6.9% |
| n | 121301 | 6.4% |
| M | 117869 | 6.2% |
| Other values (7) | 122252 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1905401 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 368121 | |
| t | 264132 | |
| u | 249935 | |
| o | 133210 | 7.0% |
| m | 132383 | 6.9% |
| i | 132383 | 6.9% |
| c | 132066 | 6.9% |
| A | 131749 | 6.9% |
| n | 121301 | 6.4% |
| M | 117869 | 6.2% |
| Other values (7) | 122252 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1905401 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 368121 | |
| t | 264132 | |
| u | 249935 | |
| o | 133210 | 7.0% |
| m | 132383 | 6.9% |
| i | 132383 | 6.9% |
| c | 132066 | 6.9% |
| A | 131749 | 6.9% |
| n | 121301 | 6.4% |
| M | 117869 | 6.2% |
| Other values (7) | 122252 | 6.4% |
fuel_type
Text
| Distinct | 136 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.0411544 |
| Min length | 3 |
Unique
| Unique | 109 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Petrol |
|---|---|
| 2nd row | Petrol |
| 3rd row | Petrol |
| 4th row | Petrol |
| 5th row | Petrol |
| Value | Count | Frequency (%) |
| petrol | 143280 | |
| diesel | 86897 | |
| hybrid | 13083 | 5.2% |
| electric | 5967 | 2.4% |
| lpg | 1255 | 0.5% |
| cng | 508 | 0.2% |
| other | 178 | 0.1% |
| unknown | 96 | < 0.1% |
| hydrogen | 82 | < 0.1% |
| km | 34 | < 0.1% |
| Other values (128) | 211 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 323301 | |
| l | 236172 | |
| r | 162590 | |
| t | 149487 | |
| P | 144536 | |
| o | 143494 | |
| i | 105973 | 7.0% |
| D | 86899 | 5.7% |
| s | 86897 | 5.7% |
| H | 13165 | 0.9% |
| Other values (39) | 64293 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1516807 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 323301 | |
| l | 236172 | |
| r | 162590 | |
| t | 149487 | |
| P | 144536 | |
| o | 143494 | |
| i | 105973 | 7.0% |
| D | 86899 | 5.7% |
| s | 86897 | 5.7% |
| H | 13165 | 0.9% |
| Other values (39) | 64293 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1516807 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 323301 | |
| l | 236172 | |
| r | 162590 | |
| t | 149487 | |
| P | 144536 | |
| o | 143494 | |
| i | 105973 | 7.0% |
| D | 86899 | 5.7% |
| s | 86897 | 5.7% |
| H | 13165 | 0.9% |
| Other values (39) | 64293 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1516807 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 323301 | |
| l | 236172 | |
| r | 162590 | |
| t | 149487 | |
| P | 144536 | |
| o | 143494 | |
| i | 105973 | 7.0% |
| D | 86899 | 5.7% |
| s | 86897 | 5.7% |
| H | 13165 | 0.9% |
| Other values (39) | 64293 | 4.2% |
Missing 
| Distinct | 621 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 26873 |
| Missing (%) | 10.7% |
| Memory size | 1.9 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 11.843791 |
| Min length | 4 |
Unique
| Unique | 238 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 10,9 l/100 km |
|---|---|
| 2nd row | 9,5 l/100 km |
| 3rd row | 7,2 l/100 km |
| 4th row | 9,5 l/100 km |
| 5th row | 8,8 l/100 km |
| Value | Count | Frequency (%) |
| km | 224008 | |
| l/100 | 222955 | |
| 4,9 | 8168 | 1.2% |
| 5,1 | 7658 | 1.1% |
| 5,5 | 7620 | 1.1% |
| 5,9 | 7521 | 1.1% |
| 5,3 | 7458 | 1.1% |
| 5 | 6996 | 1.0% |
| 5,7 | 6449 | 1.0% |
| 5,4 | 6417 | 1.0% |
| Other values (499) | 167069 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 450193 | |
| 448113 | ||
| 1 | 260509 | |
| k | 224668 | |
| m | 224107 | |
| / | 223634 | |
| l | 222988 | |
| , | 200655 | |
| 5 | 93226 | 3.5% |
| 4 | 70962 | 2.7% |
| Other values (35) | 236394 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2655449 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450193 | |
| 448113 | ||
| 1 | 260509 | |
| k | 224668 | |
| m | 224107 | |
| / | 223634 | |
| l | 222988 | |
| , | 200655 | |
| 5 | 93226 | 3.5% |
| 4 | 70962 | 2.7% |
| Other values (35) | 236394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2655449 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450193 | |
| 448113 | ||
| 1 | 260509 | |
| k | 224668 | |
| m | 224107 | |
| / | 223634 | |
| l | 222988 | |
| , | 200655 | |
| 5 | 93226 | 3.5% |
| 4 | 70962 | 2.7% |
| Other values (35) | 236394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2655449 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 450193 | |
| 448113 | ||
| 1 | 260509 | |
| k | 224668 | |
| m | 224107 | |
| / | 223634 | |
| l | 222988 | |
| , | 200655 | |
| 5 | 93226 | 3.5% |
| 4 | 70962 | 2.7% |
| Other values (35) | 236394 |
| Distinct | 1500 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 19 |
|---|---|
| Median length | 8 |
| Mean length | 8.0186953 |
| Min length | 3 |
Unique
| Unique | 470 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 260 g/km |
|---|---|
| 2nd row | - (g/km) |
| 3rd row | - (g/km) |
| 4th row | 225 g/km |
| 5th row | - (g/km) |
| Value | Count | Frequency (%) |
| g/km | 245650 | |
| 36707 | 7.3% | |
| 0 | 8533 | 1.7% |
| 119 | 4815 | 1.0% |
| km | 4336 | 0.9% |
| reichweite | 4324 | 0.9% |
| 114 | 3883 | 0.8% |
| 139 | 3389 | 0.7% |
| 130 | 3378 | 0.7% |
| 109 | 3363 | 0.7% |
| Other values (1199) | 187019 |
Most occurring characters
| Value | Count | Frequency (%) |
| 254318 | ||
| m | 249996 | |
| k | 249987 | |
| / | 246582 | |
| g | 245650 | |
| 1 | 215286 | |
| 2 | 70687 | 3.5% |
| 3 | 51653 | 2.6% |
| 0 | 50294 | 2.5% |
| 4 | 48153 | 2.4% |
| Other values (38) | 330720 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2013326 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 254318 | ||
| m | 249996 | |
| k | 249987 | |
| / | 246582 | |
| g | 245650 | |
| 1 | 215286 | |
| 2 | 70687 | 3.5% |
| 3 | 51653 | 2.6% |
| 0 | 50294 | 2.5% |
| 4 | 48153 | 2.4% |
| Other values (38) | 330720 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2013326 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 254318 | ||
| m | 249996 | |
| k | 249987 | |
| / | 246582 | |
| g | 245650 | |
| 1 | 215286 | |
| 2 | 70687 | 3.5% |
| 3 | 51653 | 2.6% |
| 0 | 50294 | 2.5% |
| 4 | 48153 | 2.4% |
| Other values (38) | 330720 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2013326 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 254318 | ||
| m | 249996 | |
| k | 249987 | |
| / | 246582 | |
| g | 245650 | |
| 1 | 215286 | |
| 2 | 70687 | 3.5% |
| 3 | 51653 | 2.6% |
| 0 | 50294 | 2.5% |
| 4 | 48153 | 2.4% |
| Other values (38) | 330720 |
mileage_in_km
Real number (ℝ)
| Distinct | 71766 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 152 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 85340.016 |
| Minimum | 0 |
|---|---|
| Maximum | 3800000 |
| Zeros | 202 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 24904 |
| median | 67500 |
| Q3 | 126500 |
| 95-th percentile | 232000 |
| Maximum | 3800000 |
| Range | 3800000 |
| Interquartile range (IQR) | 101596 |
Descriptive statistics
| Standard deviation | 78717.061 |
|---|---|
| Coefficient of variation (CV) | 0.92239333 |
| Kurtosis | 60.312251 |
| Mean | 85340.016 |
| Median Absolute Deviation (MAD) | 48342 |
| Skewness | 3.0518562 |
| Sum | 2.1414114 × 1010 |
| Variance | 6.1963757 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 6982 | 2.8% |
| 50 | 1533 | 0.6% |
| 15 | 1216 | 0.5% |
| 20 | 1208 | 0.5% |
| 5 | 1107 | 0.4% |
| 100 | 1062 | 0.4% |
| 150000 | 968 | 0.4% |
| 100000 | 959 | 0.4% |
| 5000 | 934 | 0.4% |
| 125000 | 774 | 0.3% |
| Other values (71756) | 234184 |
| Value | Count | Frequency (%) |
| 0 | 202 | 0.1% |
| 1 | 296 | 0.1% |
| 2 | 255 | 0.1% |
| 3 | 108 | < 0.1% |
| 4 | 76 | < 0.1% |
| 5 | 1107 | |
| 6 | 185 | 0.1% |
| 7 | 139 | 0.1% |
| 8 | 216 | 0.1% |
| 9 | 200 | 0.1% |
| Value | Count | Frequency (%) |
| 3800000 | 1 | |
| 2830000 | 1 | |
| 2580000 | 1 | |
| 2390000 | 1 | |
| 2300000 | 1 | |
| 2230456 | 1 | |
| 2223400 | 1 | |
| 2190000 | 1 | |
| 2106511 | 1 | |
| 2100000 | 1 |
| Distinct | 200945 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.9 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 39 |
| Mean length | 34.755056 |
| Min length | 1 |
Unique
| Unique | 182215 ? |
|---|---|
| Unique (%) | 72.6% |
Sample
| 1st row | 2.0 V6 TB |
|---|---|
| 2nd row | Q4 Allrad, 3.2L GTA |
| 3rd row | ALFA ROME 916 |
| 4th row | 2.0 16V Twin Spark L |
| 5th row | 3.0i Super V6, absoluter Topzustand ! |
| Value | Count | Frequency (%) |
| navi | 33392 | 2.6% |
| 25379 | 2.0% | |
| 2.0 | 23561 | 1.8% |
| led | 21239 | 1.7% |
| tdi | 20715 | 1.6% |
| tsi | 18786 | 1.5% |
| dsg | 14631 | 1.1% |
| pdc | 13871 | 1.1% |
| 1.0 | 13330 | 1.0% |
| klima | 12567 | 1.0% |
| Other values (100424) | 1086186 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1042276 | 11.9% | |
| i | 382671 | 4.4% |
| e | 376932 | 4.3% |
| a | 347252 | 4.0% |
| t | 300926 | 3.4% |
| A | 265750 | 3.0% |
| o | 265216 | 3.0% |
| r | 263116 | 3.0% |
| n | 247541 | 2.8% |
| S | 245460 | 2.8% |
| Other values (179) | 4989090 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8726230 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1042276 | 11.9% | |
| i | 382671 | 4.4% |
| e | 376932 | 4.3% |
| a | 347252 | 4.0% |
| t | 300926 | 3.4% |
| A | 265750 | 3.0% |
| o | 265216 | 3.0% |
| r | 263116 | 3.0% |
| n | 247541 | 2.8% |
| S | 245460 | 2.8% |
| Other values (179) | 4989090 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8726230 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1042276 | 11.9% | |
| i | 382671 | 4.4% |
| e | 376932 | 4.3% |
| a | 347252 | 4.0% |
| t | 300926 | 3.4% |
| A | 265750 | 3.0% |
| o | 265216 | 3.0% |
| r | 263116 | 3.0% |
| n | 247541 | 2.8% |
| S | 245460 | 2.8% |
| Other values (179) | 4989090 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8726230 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1042276 | 11.9% | |
| i | 382671 | 4.4% |
| e | 376932 | 4.3% |
| a | 347252 | 4.0% |
| t | 300926 | 3.4% |
| A | 265750 | 3.0% |
| o | 265216 | 3.0% |
| r | 263116 | 3.0% |
| n | 247541 | 2.8% |
| S | 245460 | 2.8% |
| Other values (179) | 4989090 |
Interactions
Correlations
| Unnamed: 0 | brand | color | mileage_in_km | transmission_type | |
|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | 0.891 | 0.086 | -0.099 | 0.151 |
| brand | 0.891 | 1.000 | 0.112 | 0.023 | 0.249 |
| color | 0.086 | 0.112 | 1.000 | 0.014 | 0.044 |
| mileage_in_km | -0.099 | 0.023 | 0.014 | 1.000 | 0.006 |
| transmission_type | 0.151 | 0.249 | 0.044 | 0.006 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| Unnamed: 0 | brand | model | color | registration_date | year | price_in_euro | power_kw | power_ps | transmission_type | fuel_type | fuel_consumption_l_100km | fuel_consumption_g_km | mileage_in_km | offer_description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | alfa-romeo | Alfa Romeo GTV | red | 10/1995 | 1995 | 1300 | 148 | 201 | Manual | Petrol | 10,9 l/100 km | 260 g/km | 160500.0 | 2.0 V6 TB |
| 1 | 1 | alfa-romeo | Alfa Romeo 164 | black | 02/1995 | 1995 | 24900 | 191 | 260 | Manual | Petrol | NaN | - (g/km) | 190000.0 | Q4 Allrad, 3.2L GTA |
| 2 | 2 | alfa-romeo | Alfa Romeo Spider | black | 02/1995 | 1995 | 5900 | 110 | 150 | Unknown | Petrol | NaN | - (g/km) | 129000.0 | ALFA ROME 916 |
| 3 | 3 | alfa-romeo | Alfa Romeo Spider | black | 07/1995 | 1995 | 4900 | 110 | 150 | Manual | Petrol | 9,5 l/100 km | 225 g/km | 189500.0 | 2.0 16V Twin Spark L |
| 4 | 4 | alfa-romeo | Alfa Romeo 164 | red | 11/1996 | 1996 | 17950 | 132 | 179 | Manual | Petrol | 7,2 l/100 km | - (g/km) | 96127.0 | 3.0i Super V6, absoluter Topzustand ! |
| 5 | 5 | alfa-romeo | Alfa Romeo Spider | red | 04/1996 | 1996 | 7900 | 110 | 150 | Manual | Petrol | 9,5 l/100 km | 225 g/km | 47307.0 | 2.0 16V Twin Spark |
| 6 | 6 | alfa-romeo | Alfa Romeo 145 | red | 12/1996 | 1996 | 3500 | 110 | 150 | Manual | Petrol | 8,8 l/100 km | 210 g/km | 230000.0 | Quadrifoglio |
| 7 | 7 | alfa-romeo | Alfa Romeo 164 | black | 07/1996 | 1996 | 5500 | 132 | 179 | Manual | Petrol | 13,4 l/100 km | 320 g/km | 168000.0 | (3.0) V6 Super |
| 8 | 8 | alfa-romeo | Alfa Romeo Spider | black | 07/1996 | 1996 | 8990 | 141 | 192 | Manual | Petrol | 11 l/100 km | 265 g/km | 168600.0 | |HU:neu|Klimaanlage|Youngtimer| |
| 9 | 9 | alfa-romeo | Alfa Romeo Spider | black | 01/1996 | 1996 | 6976 | 110 | 150 | Manual | Petrol | 9,2 l/100 km | 220 g/km | 99000.0 | 2.0 T.Spark L *Klima *2.Hand *Zahnriemen |
| Unnamed: 0 | brand | model | color | registration_date | year | price_in_euro | power_kw | power_ps | transmission_type | fuel_type | fuel_consumption_l_100km | fuel_consumption_g_km | mileage_in_km | offer_description | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 251069 | 251069 | volvo | Volvo V90 Cross Country | silver | 03/2023 | 2023 | 77900 | 173 | 235 | Automatic | Diesel | 5,5 l/100 km | 144 g/km | 2500.0 | B5 D AWD Geartronic ULTIMATE |
| 251070 | 251070 | volvo | Volvo V90 Cross Country | silver | 01/2023 | 2023 | 65422 | 145 | 197 | Automatic | Diesel | 6,5 l/100 km | 170 g/km | 1506.0 | B4 DIESEL PLUS AWD MY23 SELEKT |
| 251071 | 251071 | volvo | Volvo XC60 | silver | 04/2023 | 2023 | 81350 | 228 | 310 | Automatic | Hybrid | 7,4 l/100 km | 167 g/km | 60.0 | XC 60 T8 AWD Ultimate Dark PHEV NAVI,AHK,STHZ,AHK, |
| 251072 | 251072 | volvo | Volvo XC60 | silver | 05/2023 | 2023 | 55400 | 145 | 197 | Automatic | Diesel | 5,6 l/100 km | 142 g/km | 5000.0 | B4 Autom. Plus Dark Keyless-Start/Klima/LED/BC |
| 251073 | 251073 | volvo | Volvo XC60 | silver | 03/2023 | 2023 | 54500 | 145 | 197 | Automatic | Diesel | 5,6 l/100 km | 142 g/km | 5900.0 | B4 Autom. Plus Dark Sitzhzg. |
| 251074 | 251074 | volvo | Volvo XC40 | white | 04/2023 | 2023 | 57990 | 192 | 261 | Automatic | Hybrid | NaN | 43 km Reichweite | 1229.0 | Plus Bright T5 Recharge Intellisafe*Surround+Pilot |
| 251075 | 251075 | volvo | Volvo XC90 | white | 03/2023 | 2023 | 89690 | 173 | 235 | Automatic | Diesel | 7,6 l/100 km | 202 g/km | 4900.0 | B5 AWD Diesel Ultimate Dark 7-Sitzer Massage Four- |
| 251076 | 251076 | volvo | Volvo V60 | white | 05/2023 | 2023 | 61521 | 145 | 197 | Automatic | Diesel | 4,7 l/100 km | 125 g/km | 1531.0 | B4 D Plus Dark 145 kW, 5-türig (Diesel) |
| 251077 | 251077 | volvo | Volvo XC40 | white | 05/2023 | 2023 | 57890 | 132 | 179 | Automatic | Hybrid | NaN | 45 km Reichweite | 1500.0 | T5 Recharge Plus Dark *Standh*360°*beh.Lenk |
| 251078 | 251078 | volvo | Volvo XC40 | gold | 03/2023 | 2023 | 52900 | 160 | 218 | Automatic | Electric | NaN | 438 km Reichweite | 50.0 | Ultimate Recharge Twin Motor AHK GJR |